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Table 1

Hyperparameters used in this study

HyperparametersValue or method
Hidden state length 50 
Number of LSTM layer 
Batch sampling method Shuffle sampling 
Batch size 256 
Loss function MSE 
Optimization algorithm Adam 
Patience of early stopping 50 
HyperparametersValue or method
Hidden state length 50 
Number of LSTM layer 
Batch sampling method Shuffle sampling 
Batch size 256 
Loss function MSE 
Optimization algorithm Adam 
Patience of early stopping 50 
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